DocumentCode
1935421
Title
The Automatic Scheduling Algorithm Based on the Correlated Analysis for Share-Oriented CNC Tasks
Author
Luo, Ya-Bo ; Ling, He ; Yuan, Han
Author_Institution
Wuhan Univ. of Technol., Wuhan
Volume
6
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
3148
Lastpage
3152
Abstract
The CNC tasks scheduling base on the correlate analysis is an efficient approach to improve the utilization ratio of CNC machine tools. The flexibility and stability of algorithm are the main problems of CNC resource sharing, which directly impact on the efficiency of sharing CNC machine tools over Internet. This paper focuses on solving the above problems. First, the characteristic of share-oriented CNC tasks is analyzed, and then the result of correlate analysis is applied to establish the model of CNC tasks scheduling. Second, a novel scheduling algorithm is detailed proposed by development deriving from the advantages of the greed algorithm and tabu search. Finally, the experimental results are given to demonstrate the computational effects.
Keywords
Internet; computerised numerical control; greedy algorithms; scheduling; search problems; CNC machine tools; CNC resource sharing; CNC tasks scheduling; Internet; automatic scheduling algorithm; correlated analysis; greedy algorithm; share-oriented CNC tasks; stability; tabu search; Algorithm design and analysis; Computer numerical control; Costs; Dynamic scheduling; Job shop scheduling; Machining; Optimal scheduling; Processor scheduling; Resource management; Scheduling algorithm; CNC tasks; Networked manufacturing; Optimal scheduling; Resource sharing;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370689
Filename
4370689
Link To Document